Alexandre C. Coutinho Embrapa Monitoramento por Satélite PROCAM - USP BURNINGS OCCURENCY DYNAMCS IN THE STATE OF MATO GROSSO.

Slides:

Advertisements

Similar presentations

Circle size indicates number of sets Tamaño del círculo indica el número de lances % dolphin sets with olive ridley capture – % lances sobre.

Advertisements

Lab for Remote Sensing Hydrology and Spatial Modeling Dept. of Bioenvironmental Systems Engineering, NTU Satellite Remote Sensing for Land-Use/Land-Cover.

STATISTICS INTERVAL ESTIMATION Professor Ke-Sheng Cheng Department of Bioenvironmental Systems Engineering National Taiwan University.

36th COSPAR Scientific Assembly 2006 Beijing July 20, 2006 Hypothesis-Test-Based Landcover Change Detection Using Multitemporal Satellite Images S. P.

WP3 Capital accounts Data availability 9-11 th June 2005 Helsinki Ana Rincon NIESR This project is funded by the European Commission, Research Directorate.

Stochastic DEA: Myths and misconceptions Timo Kuosmanen (HSE & MTT) Andrew Johnson (Texas A&M University) Mika Kortelainen (University of Manchester) XI.

Surface Heat Balance Analysis by using ASTER and Formosat-2 data

Ph.D. Completion and Attrition CGS Board of Directors December 4, 2007.

July 11, 2006 Council of Graduate Schools 1 Ph.D. Completion Project: Using the Baseline Data 2006 CGS Summer Workshop Technical Workshop.

Prevalence of Obesity* among U.S. Adults BRFSS, 1992 Source: Mokdad AH, et al. J Am Med Assoc 1999;282:16. 15% no data.

Children With Disabilities Study: Special Education in the Context of School Reform Commissioned by the Rhode Island General Assembly in July 1999.

CHALLENGES OF USING BENTHIC ASSESSMENTS IN SAN FRANCISCO ESTUARY Bruce Thompson and Sarah Lowe San Francisco Estuary Institute.

HEART TRANSPLANTATION Pediatric Recipients ISHLT 2007 J Heart Lung Transplant 2007;26:

THE URBAN INSTITUTE Preliminary: Not for Quotation or Distribution Dynamics of Medicaid and SCHIP Eligibility Among Children: Anna Sommers, Ph.D.,

Supplementation Studies in Idaho Rivers Clear Creek and Pete King Creek ( ) Jill Olson USFWS.

TABLE OF CONTENTS CHAPTER 5.0: Workforce Chart 5.1: Total Number of Active Physicians per 1,000 Persons, 1980 – 2004 Chart 5.2: Total Number of Active.

A-46 Table 6.1: Number of Full-time and Part-time Hospital Employees, 1993 – 2006 Source: Avalere Health analysis of American Hospital Association Annual.

Table 6.1: Number of Full-time and Part-time Hospital Employees, 1993 – 2010 Source: Avalere Health analysis of American Hospital Association Annual Survey.

The big picture A tough decade has come to an end and there now is an opportunity to strengthen the quality of education.

Ministry of Health National STD/AIDS Programme Universal Access to Antiretroviral Therapy: The Brazilian Experience.

The new German project KLIWEX-MED: Changes in weather and climate extremes in the Mediterranean basin Andreas Paxian, University of Würzburg MedCLIVAR.

Conference on Alternative Approaches to Animal Testing

FOREST Source of Information: - NFI 2 ( ) - NFI 3 ( ): plots - Agricultural Year Statistics (harvests) - BEF (calculated for Mediterranean.

TDI meeting Lisbon 23rd and 24th of June Stichting Informatievoorziening Zorg - Randhoeve Postbus GH Houten.

How can we tailor the delivery of the TB/HIV package to IDU? David H.-U. Haerry European AIDS Treatment Group (European Community Advisory Board, Policy.

Stray dogs and rabies in Bangkok, Thailand

TCWCs Brisbane Darwin Perth Activity Report Bureau of Meteorology.

Global trends in telecom development Tim Kelly (ITU) CTO Annual Council, Gaborone, 20 September 1999 The views expressed in this presentation are those.

Presenter Name(s) Issue date National Student.

SADC Course in Statistics Further ideas concerning confidence intervals (Session 06)

1 Retrospective cataloguing, or, The forgotten projects The need for a national strategy.

SURVIVAL AND LIFE TABLES

PRESENTATION OF 2000 RESULTS London & Edinburgh, March 6 th - 7 th 2001.

Estimating Proportions with Confidence

Complex Test Suites Organization Victor Kuliamin ISP RAS, Moscow.

Samples The means of these samples

Mapping South Asian dry dipterocarp forest using dual-season satellite imagery. Hugh Stimson, Melissa Songer & Peter Leimgruber 2nd Smithsonian Geographic.

Contact Burn Injuries by Age Group. Candle-Related Incidents Residential Fires Involving Candles 1993 – 1995 Fires: 7,600 Deaths: 80 Injuries: 840 Estimated.

Math Pacing Statistics - Analyzing Data by Using Tables and Graphs If the graph indicates the speed of a car on a test track, what does the horizontal.

From Delft into Almere Prof.dr.ir.Taeke M. de Jong.

Accuracy Assessment in Remote Sensing: Methods for Positional and Thematic Accuracy Assessment, the Role of Reference Data Chris Elvidge NOAA National.

Janice S. Dorman, PhD University of Pittsburgh School of Nursing

Punta Europa, Bioko Island, Equatorial Guinea Times Series of Satellite Images 1986 through 2012 Lori Luo, Geospatial Technology, IMIS Roger Holeywell,

Hours Listening To Music In A Week! David Burgueño, Nestor Garcia, Rodrigo Martinez.

A Partition Modelling Approach to Tomographic Problems Thomas Bodin & Malcolm Sambridge Research School of Earth Sciences, Australian National University.

Extrinsic and Depth Calibration of TOF-cameras Reporter ：鄒嘉恆 Date ： 2009/12/22.

COMPUTER B Y : L K. WINDOWS INFORMATION B Y : L K.

Injuries (9.1%) Noncommunicable conditions (59.0%) Communicable diseases, maternal and perinatal conditions, and nutritional deficiencies (31.9%) Total.

CAP CAVSARP: Clearwater Facility. CAP (Central Arizona Project) In 1980, Arizona overdraft: 2.5 million acre feet year (afy) groundwater deficit due to.

IUMI 2002 – New York City A Joint Hull Committee View from London Casualty & Underwriting Statistics IUMI New York City.

AP Statistics Mr. Deem (858) ext 4267

R.G.W. Cherry & Associates Limited International Aircraft Fire and Cabin Safety Research Conference Slide 1 International Aircraft Fire and Cabin Safety.

Objective: Determine the correlation of a scatter plot

Landings by Species Group and Year. Revenue by Species Group.

OH,BABY. the spawning of a market 1980 study reports newborns prefer stories read to them in womb 1994 study reports fetuses have intelligence and receptivity.

Copyright © 2013 Pearson Education, Inc. All rights reserved Chapter 11 Simple Linear Regression.

Slide: 1 Version 0.3, 20 January 2004 METEOSAT SECOND GENERATION (MSG) METEOROLOGICAL USE OF THE SEVIRI HIGH-RESOLUTION VISIBLE (HRV) CHANNEL Contact:Jochen.

UK Renal Registry 17th Annual Report Figure 5.1. Trend in one year after 90 day incident patient survival by first modality, 2003–2012 cohorts (adjusted.

Population Proportion The fraction of values in a population which have a specific attribute p = Population proportion X = Number of items having the attribute.

1 Confidence Intervals for Means. 2 When the sample size n< 30 case1-1. the underlying distribution is normal with known variance case1-2. the underlying.

Normal Distribution.

Overview of Fire Occurence Accuracy Assessment Wilfrid Schroeder PROARCO – IBAMA University of Maryland – Dept of Geography Ground-based Accuracy Assessment.

Slide 1 NATO UNCLASSIFIEDMeeting title – Location - Date Satellite Inter-calibration of MODIS and VIIRS sensors Preliminary results A. Alvarez, G. Pennucci,

ESTIMATION OF THE MEAN. 2 INTRO :: ESTIMATION Definition The assignment of plausible value(s) to a population parameter based on a value of a sample statistic.

Accuracy Assessment Accuracy Assessment Error Matrix Sampling Method

Estimating the Value of a Parameter Using Confidence Intervals

Determining Which Method to use

Inference for Proportions

Presentation transcript:

Alexandre C. Coutinho Embrapa Monitoramento por Satélite PROCAM - USP BURNINGS OCCURENCY DYNAMCS IN THE STATE OF MATO GROSSO

ACCURACY ESTIMATION OF BURNING DATA MUNICIPALITY BASED ANALYSIS MULTIVARIATED ANALYSIS - PRINCIPAL COMPONENTS FIRST COMPONENT CLASSIFICATION DYNAMICS CHARACTERIZATION PROCEDURES

ACCURACY ESTIMATION OF BURNING DATA of 47 images spatial resolution - 60m geometrical resolution - 90m (1,5 pixel) 2000 / images spatial resolution - 30m geometrical resolution - 50m

burnings confidence level of 95% confifdence interval of 5% 2000 / burnings confidence level of 95% confifdence interval of 5% SAMPLE de de NOAA - 12 ACCURACY ESTIMATION OF BURNING DATA

Stratified analysis based on distance Identify geometric correction and commission errors radius 1,5km; 3,0km and 6,0km around the coordinate ACCURACY ESTIMATION OF BURNING DATA

1,5km 6,0km 3,0km 6,0km ACCURACY ESTIMATION OF BURNING DATA

COMMISION ERROR ? ACCURACY ESTIMATION OF BURNING DATA

COMMISION ERROR ?

ACCURACY ESTIMATION OF BURNING DATA COMMISSION ERROR ?

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MUNICIPALITY BASED ANALYSIS

MULTIVARIATED ANALYSIS - PRINCIPAL COMPONENTS data normalization Factor 1 explains 77,59%

Din. progressiva acelerada Inc. de qmd. extremamente alta Din. progressiva moderada Inc. de qmd. alta Din. estável Inc. de qmd. moderada Din. estável Inc. de qmd. baixa Din. Regressiva fraca Inc. de qmd.muito baixa LEGENDA DYNAMICS CHARACTERIZATION